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explainids

Explainable Network Intrusion Detection

This repository provides supplementary material for the following publications (would appreciate a citation of our work if you find the tool useful)

J. Hutchison, D-S. Pham, S. Soh and H-C. Ling. Explainable Network Intrusion Detection Using External Memory Models, in Proceedings of the Australasian Joint Conference on Artificial Intelligence (AJCAI), Perth December 2022.

To be made available:

  • Python code that implements the model
  • More experimental results
  • Pre-processed data
  • High-quality graphics

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